COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-11-07T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5413 2020-11-07T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1161 169 1330 19407 ... 1224 1363 8788 663 18728.0 11460.0 30188 746200 520508.0 NaN
5414 2020-11-07T17:00:00 ITA 9 Toscana 43.769231 11.255889 1368 214 1582 40001 ... 2143 2787 17352 1532 48875.0 11592.0 60467 1198493 791081.0 NaN
5415 2020-11-07T17:00:00 ITA 10 Umbria 43.106758 12.388247 345 58 403 8967 ... 485 688 4731 178 4029.0 10250.0 14279 325727 187400.0 NaN
5416 2020-11-07T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 154 14 168 2013 ... 13 117 1697 202 3584.0 496.0 4080 44845 27267.0 NaN
5417 2020-11-07T17:00:00 ITA 5 Veneto 45.434905 12.338452 1300 176 1476 46181 ... 3720 3815 25682 2568 25971.0 49936.0 75907 2437080 944143.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-11-03 2020-11-03 Veneto 45.434905 12.338452 1011 142 1153 34013 35166 2233 2298 25471 2458 25215.0 37880.0 63095 2362039 917684.0 NaN 4905854
2020-11-04 2020-11-04 Veneto 45.434905 12.338452 1076 149 1225 36311 37536 2370 2436 25517 2478 25381.0 40150.0 65531 2381170 924415.0 NaN 4905854
2020-11-05 2020-11-05 Veneto 45.434905 12.338452 1162 164 1326 39393 40719 3183 3264 25560 2516 25539.0 43256.0 68795 2397655 930576.0 NaN 4905854
2020-11-06 2020-11-06 Veneto 45.434905 12.338452 1184 169 1353 42584 43937 3218 3297 25612 2543 25565.0 46527.0 72092 2417660 937280.0 NaN 4905854
2020-11-07 2020-11-07 Veneto 45.434905 12.338452 1300 176 1476 46181 47657 3720 3815 25682 2568 25971.0 49936.0 75907 2437080 944143.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together